SlideShare a Scribd company logo

Bengkel smartPLS 2011

•Download as PPT, PDF•
•
Adi Ali
Adi Ali

This document provides an introduction and overview of SmartPLS software for structural equation modeling. It discusses key concepts in SEM like latent and manifest variables, reflective and formative measurement models, and the structural and measurement models. It then demonstrates how to use SmartPLS by opening a project file, evaluating a sample research model and hypotheses, and interpreting the output metrics to assess model fit and quality.

EducationTechnology
1 of 27
Introduction to SmartPLS By: Azwadi Ali Department of Accounting and Finance, Faculty of Management and Economics, Universiti Malaysia Terengganu. FPE, UMT. 23 December 2010.
Introduction to SmartPLS ,[object Object],[object Object],[object Object],[object Object],[object Object]
Structural Equation Modeling (SEM) ,[object Object],[object Object]
Structural Equation Modeling (SEM) ,[object Object]
Latent Constructs (variables) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Latent Constructs (variables) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Structural Model ,[object Object],[object Object],[object Object],[object Object],[object Object]
Structural Model ,[object Object],[object Object],[object Object],[object Object]
Measurement Model ,[object Object],[object Object],[object Object],[object Object]
Measurement Model ,[object Object],[object Object],[object Object],[object Object]
Reflective vs Formative ,[object Object]
Reflective vs Formative Example: Computer Self-Efficacy Reflective – I am capable at performing tasks on my computer. I feel confident in my ability to perform computer-related tasks. Formative – I am confident at my ability to perform tasks in MS Word. I am skillful at using Excel. Example: System Quality Reflective – Overall, I would rate the system quality of the system highly. The quality of the system is appropriate for my needs. Formative – Reliability, Ease of Use, Complexity, Accessibility, Responsiveness
Partial Least Squares ,[object Object],[object Object],[object Object],[object Object],[object Object]
Morning Break (rilek dulu)
Using SmartPLS ,[object Object],[object Object],[object Object],[object Object],[object Object]
Research Model
Research hypotheses H1: ‘Information usefulness’ is positively related to ‘attitude towards IR Websites’ H2: ‘Usability’ is positively related to ‘attitude towards IR Websites’ H3: ‘Attractiveness’ is positively related to ‘attitude towards IR Websites’ H4: ‘Attitude towards IR Websites’ is positively related to ‘intention to re-use IR Website’
Research Model with Indicators
Sample Results
Model Fit Construct Structural Model Model Quality (H 2 ) (Q 2 ) INT 0.408993 a (0.828074) b 0.336686 c 0.828182 d (0.332465) e AT_ST 0.784225 (0.685600) 0.271908 0.685665 (0.532704) IU 0.995844 (0.594612) 0.456906 0.602816 (0.603847) COG 0.938884 (0.790545) 0.742018 0.790584 (0.737104) AFT 0.678615 (0.847454) 0.570006 0.847526 (0.565652) IQ - (0.687052) - 0.705153 (-) CRD - (0.558615) - 0.564710 (-) USB - (0.789696) - 0.789634 (-) ATR - (0.812278) - 0.812301 (-) Average 0.761312 0.714539 f 0.475505 0.736286 (0.554354) GoF g 0.737555
A simple application of SmartPLS ,[object Object],[object Object],[object Object]
Lunch Break
Testing the model ,[object Object]
Measurement model - convergent ,[object Object],[object Object],[object Object],[object Object],[object Object]
Measurement model - discriminant ,[object Object],[object Object],[object Object],[object Object]
Structural model ,[object Object],[object Object],Goodness of Fit ,[object Object],[object Object],[object Object]
End of Workshop

Recommended

Structural Equation Modelling (SEM) Part 1
Structural Equation Modelling (SEM) Part 1Structural Equation Modelling (SEM) Part 1
Structural Equation Modelling (SEM) Part 1
COSTARCH Analytical Consulting (P) Ltd.
 
Structural equation modeling in amos
Structural equation modeling in amosStructural equation modeling in amos
Structural equation modeling in amos
Balaji P
 
Introduction to Structural Equation Modeling Partial Least Sqaures (SEM-PLS)
Introduction to Structural Equation Modeling Partial Least Sqaures (SEM-PLS)Introduction to Structural Equation Modeling Partial Least Sqaures (SEM-PLS)
Introduction to Structural Equation Modeling Partial Least Sqaures (SEM-PLS)
Ali Asgari
 
Structured equation model
Structured equation modelStructured equation model
Structured equation model
King Abidi
 
Structural Equation Modelling (SEM) Part 2
Structural Equation Modelling (SEM) Part 2Structural Equation Modelling (SEM) Part 2
Structural Equation Modelling (SEM) Part 2
COSTARCH Analytical Consulting (P) Ltd.
 
Structural equation-models-introduction-kimmo-vehkalahti-2013
Structural equation-models-introduction-kimmo-vehkalahti-2013Structural equation-models-introduction-kimmo-vehkalahti-2013
Structural equation-models-introduction-kimmo-vehkalahti-2013
Kimmo Vehkalahti
 
Sem with amos ii
Sem with amos iiSem with amos ii
Sem with amos ii
Jordan Sitorus
 
Causal Models and Structural Equations
Causal Models and Structural EquationsCausal Models and Structural Equations
Causal Models and Structural Equations
Economic Research Forum
 

Recommended

Structural Equation Modelling (SEM) Part 1
Structural Equation Modelling (SEM) Part 1Structural Equation Modelling (SEM) Part 1
Structural Equation Modelling (SEM) Part 1
COSTARCH Analytical Consulting (P) Ltd.
 
Structural equation modeling in amos
Structural equation modeling in amosStructural equation modeling in amos
Structural equation modeling in amos
Balaji P
 
Introduction to Structural Equation Modeling Partial Least Sqaures (SEM-PLS)
Introduction to Structural Equation Modeling Partial Least Sqaures (SEM-PLS)Introduction to Structural Equation Modeling Partial Least Sqaures (SEM-PLS)
Introduction to Structural Equation Modeling Partial Least Sqaures (SEM-PLS)
Ali Asgari
 
Structured equation model
Structured equation modelStructured equation model
Structured equation model
King Abidi
 
Structural Equation Modelling (SEM) Part 2
Structural Equation Modelling (SEM) Part 2Structural Equation Modelling (SEM) Part 2
Structural Equation Modelling (SEM) Part 2
COSTARCH Analytical Consulting (P) Ltd.
 
Structural equation-models-introduction-kimmo-vehkalahti-2013
Structural equation-models-introduction-kimmo-vehkalahti-2013Structural equation-models-introduction-kimmo-vehkalahti-2013
Structural equation-models-introduction-kimmo-vehkalahti-2013
Kimmo Vehkalahti
 
Sem with amos ii
Sem with amos iiSem with amos ii
Sem with amos ii
Jordan Sitorus
 
Causal Models and Structural Equations
Causal Models and Structural EquationsCausal Models and Structural Equations
Causal Models and Structural Equations
Economic Research Forum
 
Path Analysis
Path AnalysisPath Analysis
Path Analysis
Khoshnaw Rahmani
 
Statswork- Lecture:1: Structural Equation Modeling (SEM) using AMOS (www.stat...
Statswork- Lecture:1: Structural Equation Modeling (SEM) using AMOS (www.stat...Statswork- Lecture:1: Structural Equation Modeling (SEM) using AMOS (www.stat...
Statswork- Lecture:1: Structural Equation Modeling (SEM) using AMOS (www.stat...
Stats Statswork
 
2015 Vadim Genin NIT MBA Thesis SEM Defining the state of the art 14122015
2015 Vadim Genin NIT MBA Thesis SEM Defining the state of the art 141220152015 Vadim Genin NIT MBA Thesis SEM Defining the state of the art 14122015
2015 Vadim Genin NIT MBA Thesis SEM Defining the state of the art 14122015Vadim Genin
 
Structural Equation Modelling (SEM) Part 3
Structural Equation Modelling (SEM) Part 3Structural Equation Modelling (SEM) Part 3
Structural Equation Modelling (SEM) Part 3
COSTARCH Analytical Consulting (P) Ltd.
 
Key ideas, terms and concepts in SEM
Key ideas, terms and concepts in SEMKey ideas, terms and concepts in SEM
Key ideas, terms and concepts in SEM
University of Southampton
 
Slides sem on pls-complete
Slides sem on pls-completeSlides sem on pls-complete
Slides sem on pls-complete
Dr Hemant Sharma
 
Basics of Structural Equation Modeling
Basics of Structural Equation ModelingBasics of Structural Equation Modeling
Basics of Structural Equation Modeling
smackinnon
 
Sem+Essentials
Sem+EssentialsSem+Essentials
Sem+EssentialsOUM SAOKOSAL
 
Confirmatory Factor Analysis
Confirmatory Factor AnalysisConfirmatory Factor Analysis
Confirmatory Factor Analysis
University of Southampton
 
Path analysis with manifest variables
Path analysis with manifest variablesPath analysis with manifest variables
Path analysis with manifest variablesGabriel Contreras Serrano
 
Confirmatory Factor Analysis
Confirmatory Factor AnalysisConfirmatory Factor Analysis
Confirmatory Factor Analysis
Economic Research Forum
 
Confirmatory Factor Analysis Presented by Mahfoudh Mgammal
Confirmatory Factor Analysis Presented by Mahfoudh MgammalConfirmatory Factor Analysis Presented by Mahfoudh Mgammal
Confirmatory Factor Analysis Presented by Mahfoudh MgammalDr. Mahfoudh Hussein Mgammal
 
Introduction to Structural Equation Modeling
Introduction to Structural Equation ModelingIntroduction to Structural Equation Modeling
Introduction to Structural Equation Modeling
University of Southampton
 
Specification Errors | Eonomics
Specification Errors | EonomicsSpecification Errors | Eonomics
Specification Errors | Eonomics
Transweb Global Inc
 
SEM
SEMSEM
SEM
Mohsen Sharifirad
 
Econometric model ing
Econometric model ingEconometric model ing
Econometric model ingMatt Grant
 
CFA Fit Statistics
CFA Fit StatisticsCFA Fit Statistics
CFA Fit Statisticsnicolalritter
 
Doing Research with PLS_SEM using SmartPLS
Doing Research with PLS_SEM using SmartPLSDoing Research with PLS_SEM using SmartPLS
Doing Research with PLS_SEM using SmartPLS
Awuni Emmanuel
 
General Linear Model | Statistics
General Linear Model | StatisticsGeneral Linear Model | Statistics
General Linear Model | Statistics
Transweb Global Inc
 
Estimators for structural equation models of Likert scale data
Estimators for structural equation models of Likert scale dataEstimators for structural equation models of Likert scale data
Estimators for structural equation models of Likert scale data
Nick Stauner
 
SmartPLS presentation
SmartPLS presentationSmartPLS presentation
SmartPLS presentation
unespguara
 
Tutorial SEM Menggunakan PLS
Tutorial SEM Menggunakan PLSTutorial SEM Menggunakan PLS
Tutorial SEM Menggunakan PLS
Trisnadi Wijaya
 

More Related Content

What's hot

Path Analysis
Path AnalysisPath Analysis
Path Analysis
Khoshnaw Rahmani
 
Statswork- Lecture:1: Structural Equation Modeling (SEM) using AMOS (www.stat...
Statswork- Lecture:1: Structural Equation Modeling (SEM) using AMOS (www.stat...Statswork- Lecture:1: Structural Equation Modeling (SEM) using AMOS (www.stat...
Statswork- Lecture:1: Structural Equation Modeling (SEM) using AMOS (www.stat...
Stats Statswork
 
2015 Vadim Genin NIT MBA Thesis SEM Defining the state of the art 14122015
2015 Vadim Genin NIT MBA Thesis SEM Defining the state of the art 141220152015 Vadim Genin NIT MBA Thesis SEM Defining the state of the art 14122015
2015 Vadim Genin NIT MBA Thesis SEM Defining the state of the art 14122015Vadim Genin
 
Structural Equation Modelling (SEM) Part 3
Structural Equation Modelling (SEM) Part 3Structural Equation Modelling (SEM) Part 3
Structural Equation Modelling (SEM) Part 3
COSTARCH Analytical Consulting (P) Ltd.
 
Key ideas, terms and concepts in SEM
Key ideas, terms and concepts in SEMKey ideas, terms and concepts in SEM
Key ideas, terms and concepts in SEM
University of Southampton
 
Slides sem on pls-complete
Slides sem on pls-completeSlides sem on pls-complete
Slides sem on pls-complete
Dr Hemant Sharma
 
Basics of Structural Equation Modeling
Basics of Structural Equation ModelingBasics of Structural Equation Modeling
Basics of Structural Equation Modeling
smackinnon
 
Confirmatory Factor Analysis
Confirmatory Factor AnalysisConfirmatory Factor Analysis
Confirmatory Factor Analysis
University of Southampton
 
Confirmatory Factor Analysis
Confirmatory Factor AnalysisConfirmatory Factor Analysis
Confirmatory Factor Analysis
Economic Research Forum
 
Confirmatory Factor Analysis Presented by Mahfoudh Mgammal
Confirmatory Factor Analysis Presented by Mahfoudh MgammalConfirmatory Factor Analysis Presented by Mahfoudh Mgammal
Confirmatory Factor Analysis Presented by Mahfoudh MgammalDr. Mahfoudh Hussein Mgammal
 
Introduction to Structural Equation Modeling
Introduction to Structural Equation ModelingIntroduction to Structural Equation Modeling
Introduction to Structural Equation Modeling
University of Southampton
 
Specification Errors | Eonomics
Specification Errors | EonomicsSpecification Errors | Eonomics
Specification Errors | Eonomics
Transweb Global Inc
 
SEM
SEMSEM
SEM
Mohsen Sharifirad
 
Econometric model ing
Econometric model ingEconometric model ing
Econometric model ingMatt Grant
 
Doing Research with PLS_SEM using SmartPLS
Doing Research with PLS_SEM using SmartPLSDoing Research with PLS_SEM using SmartPLS
Doing Research with PLS_SEM using SmartPLS
Awuni Emmanuel
 
General Linear Model | Statistics
General Linear Model | StatisticsGeneral Linear Model | Statistics
General Linear Model | Statistics
Transweb Global Inc
 
Estimators for structural equation models of Likert scale data
Estimators for structural equation models of Likert scale dataEstimators for structural equation models of Likert scale data
Estimators for structural equation models of Likert scale data
Nick Stauner
 

What's hot (20)

Path Analysis
Path AnalysisPath Analysis
Path Analysis
 
Statswork- Lecture:1: Structural Equation Modeling (SEM) using AMOS (www.stat...
Statswork- Lecture:1: Structural Equation Modeling (SEM) using AMOS (www.stat...Statswork- Lecture:1: Structural Equation Modeling (SEM) using AMOS (www.stat...
Statswork- Lecture:1: Structural Equation Modeling (SEM) using AMOS (www.stat...
 
2015 Vadim Genin NIT MBA Thesis SEM Defining the state of the art 14122015
2015 Vadim Genin NIT MBA Thesis SEM Defining the state of the art 141220152015 Vadim Genin NIT MBA Thesis SEM Defining the state of the art 14122015
2015 Vadim Genin NIT MBA Thesis SEM Defining the state of the art 14122015
 
Structural Equation Modelling (SEM) Part 3
Structural Equation Modelling (SEM) Part 3Structural Equation Modelling (SEM) Part 3
Structural Equation Modelling (SEM) Part 3
 
Key ideas, terms and concepts in SEM
Key ideas, terms and concepts in SEMKey ideas, terms and concepts in SEM
Key ideas, terms and concepts in SEM
 
Slides sem on pls-complete
Slides sem on pls-completeSlides sem on pls-complete
Slides sem on pls-complete
 
Basics of Structural Equation Modeling
Basics of Structural Equation ModelingBasics of Structural Equation Modeling
Basics of Structural Equation Modeling
 
Sem+Essentials
Sem+EssentialsSem+Essentials
Sem+Essentials
 
Confirmatory Factor Analysis
Confirmatory Factor AnalysisConfirmatory Factor Analysis
Confirmatory Factor Analysis
 
Path analysis with manifest variables
Path analysis with manifest variablesPath analysis with manifest variables
Path analysis with manifest variables
 
Confirmatory Factor Analysis
Confirmatory Factor AnalysisConfirmatory Factor Analysis
Confirmatory Factor Analysis
 
Confirmatory Factor Analysis Presented by Mahfoudh Mgammal
Confirmatory Factor Analysis Presented by Mahfoudh MgammalConfirmatory Factor Analysis Presented by Mahfoudh Mgammal
Confirmatory Factor Analysis Presented by Mahfoudh Mgammal
 
Introduction to Structural Equation Modeling
Introduction to Structural Equation ModelingIntroduction to Structural Equation Modeling
Introduction to Structural Equation Modeling
 
Specification Errors | Eonomics
Specification Errors | EonomicsSpecification Errors | Eonomics
Specification Errors | Eonomics
 
SEM
SEMSEM
SEM
 
Econometric model ing
Econometric model ingEconometric model ing
Econometric model ing
 
CFA Fit Statistics
CFA Fit StatisticsCFA Fit Statistics
CFA Fit Statistics
 
Doing Research with PLS_SEM using SmartPLS
Doing Research with PLS_SEM using SmartPLSDoing Research with PLS_SEM using SmartPLS
Doing Research with PLS_SEM using SmartPLS
 
General Linear Model | Statistics
General Linear Model | StatisticsGeneral Linear Model | Statistics
General Linear Model | Statistics
 
Estimators for structural equation models of Likert scale data
Estimators for structural equation models of Likert scale dataEstimators for structural equation models of Likert scale data
Estimators for structural equation models of Likert scale data
 

Viewers also liked

SmartPLS presentation
SmartPLS presentationSmartPLS presentation
SmartPLS presentation
unespguara
 
Tutorial SEM Menggunakan PLS
Tutorial SEM Menggunakan PLSTutorial SEM Menggunakan PLS
Tutorial SEM Menggunakan PLS
Trisnadi Wijaya
 
Research with Partial Least Square (PLS) based Structural Equation Modelling ...
Research with Partial Least Square (PLS) based Structural Equation Modelling ...Research with Partial Least Square (PLS) based Structural Equation Modelling ...
Research with Partial Least Square (PLS) based Structural Equation Modelling ...
Tuhin AI Advisory
 
metode alternatif PLS
metode alternatif PLSmetode alternatif PLS
metode alternatif PLS
Reza Patrawayu
 
Manual de descarga del software smart pls 3 y smartp ls2
Manual de descarga del software smart pls 3 y smartp ls2Manual de descarga del software smart pls 3 y smartp ls2
Manual de descarga del software smart pls 3 y smartp ls2
Vasilica Maria Margalina
 
PhD Presentation (Doctorate)
PhD Presentation (Doctorate)PhD Presentation (Doctorate)
PhD Presentation (Doctorate)
Sharif Omar Salem
 
Creación de un modelo pls sem con smart pls y análsiis de resultados
Creación de un modelo pls sem con smart pls y análsiis de resultadosCreación de un modelo pls sem con smart pls y análsiis de resultados
Creación de un modelo pls sem con smart pls y análsiis de resultados
Vasilica Maria Margalina
 
ICABEC conference 2011
ICABEC conference 2011ICABEC conference 2011
ICABEC conference 2011
Adi Ali
 
Paper presented at ICBER 2012
Paper presented at ICBER 2012Paper presented at ICBER 2012
Paper presented at ICBER 2012
Adi Ali
 
Fin4101 problem1
Fin4101 problem1Fin4101 problem1
Fin4101 problem1
Adi Ali
 
Acc4501 problem1
Acc4501 problem1Acc4501 problem1
Acc4501 problem1
Adi Ali
 
Sähköautojen korjaaminen - viranomaisvaatimukset ja koulutusmateriaalia
Sähköautojen korjaaminen - viranomaisvaatimukset ja koulutusmateriaaliaSähköautojen korjaaminen - viranomaisvaatimukset ja koulutusmateriaalia
Sähköautojen korjaaminen - viranomaisvaatimukset ja koulutusmateriaalia
Vesa Linja-aho
 
Performance Tuning
Performance TuningPerformance Tuning
Performance Tuning
Jannet Peetz
 
State-of-cultural-indicators-research-Nick-Howlett-2016
State-of-cultural-indicators-research-Nick-Howlett-2016State-of-cultural-indicators-research-Nick-Howlett-2016
State-of-cultural-indicators-research-Nick-Howlett-2016Nick Howlett
 
Motivasi SPM SMK Kompleks Gong badak
Motivasi SPM SMK Kompleks Gong badakMotivasi SPM SMK Kompleks Gong badak
Motivasi SPM SMK Kompleks Gong badak
Adi Ali
 
Research methodology measurement
Research methodology measurement Research methodology measurement
Research methodology measurement
49bhu
 
تحليل ونقد دراسة للسينماجراف
تحليل ونقد دراسة للسينماجرافتحليل ونقد دراسة للسينماجراف
تحليل ونقد دراسة للسينماجراف
usama1973
 
Antecedents of Customer e-Loyalty with the Effect of Trustworthiness in Malay...
Antecedents of Customer e-Loyalty with the Effect of Trustworthiness in Malay...Antecedents of Customer e-Loyalty with the Effect of Trustworthiness in Malay...
Antecedents of Customer e-Loyalty with the Effect of Trustworthiness in Malay...
Conferenceproceedings
 
AN INVESTIGATION OF THE ADOPTION OF EDUCATIONAL TECHNOLOGY IN IRAQI HIGHER ED...
AN INVESTIGATION OF THE ADOPTION OF EDUCATIONAL TECHNOLOGY IN IRAQI HIGHER ED...AN INVESTIGATION OF THE ADOPTION OF EDUCATIONAL TECHNOLOGY IN IRAQI HIGHER ED...
AN INVESTIGATION OF THE ADOPTION OF EDUCATIONAL TECHNOLOGY IN IRAQI HIGHER ED...
Nisreen Ameen
 

Viewers also liked (20)

SmartPLS presentation
SmartPLS presentationSmartPLS presentation
SmartPLS presentation
 
Tutorial SEM Menggunakan PLS
Tutorial SEM Menggunakan PLSTutorial SEM Menggunakan PLS
Tutorial SEM Menggunakan PLS
 
Research with Partial Least Square (PLS) based Structural Equation Modelling ...
Research with Partial Least Square (PLS) based Structural Equation Modelling ...Research with Partial Least Square (PLS) based Structural Equation Modelling ...
Research with Partial Least Square (PLS) based Structural Equation Modelling ...
 
metode alternatif PLS
metode alternatif PLSmetode alternatif PLS
metode alternatif PLS
 
Manual de descarga del software smart pls 3 y smartp ls2
Manual de descarga del software smart pls 3 y smartp ls2Manual de descarga del software smart pls 3 y smartp ls2
Manual de descarga del software smart pls 3 y smartp ls2
 
PhD Presentation (Doctorate)
PhD Presentation (Doctorate)PhD Presentation (Doctorate)
PhD Presentation (Doctorate)
 
Creación de un modelo pls sem con smart pls y análsiis de resultados
Creación de un modelo pls sem con smart pls y análsiis de resultadosCreación de un modelo pls sem con smart pls y análsiis de resultados
Creación de un modelo pls sem con smart pls y análsiis de resultados
 
ICABEC conference 2011
ICABEC conference 2011ICABEC conference 2011
ICABEC conference 2011
 
Paper presented at ICBER 2012
Paper presented at ICBER 2012Paper presented at ICBER 2012
Paper presented at ICBER 2012
 
Fin4101 problem1
Fin4101 problem1Fin4101 problem1
Fin4101 problem1
 
Acc4501 problem1
Acc4501 problem1Acc4501 problem1
Acc4501 problem1
 
Sähköautojen korjaaminen - viranomaisvaatimukset ja koulutusmateriaalia
Sähköautojen korjaaminen - viranomaisvaatimukset ja koulutusmateriaaliaSähköautojen korjaaminen - viranomaisvaatimukset ja koulutusmateriaalia
Sähköautojen korjaaminen - viranomaisvaatimukset ja koulutusmateriaalia
 
Performance Tuning
Performance TuningPerformance Tuning
Performance Tuning
 
State-of-cultural-indicators-research-Nick-Howlett-2016
State-of-cultural-indicators-research-Nick-Howlett-2016State-of-cultural-indicators-research-Nick-Howlett-2016
State-of-cultural-indicators-research-Nick-Howlett-2016
 
Motivasi SPM SMK Kompleks Gong badak
Motivasi SPM SMK Kompleks Gong badakMotivasi SPM SMK Kompleks Gong badak
Motivasi SPM SMK Kompleks Gong badak
 
Research methodology measurement
Research methodology measurement Research methodology measurement
Research methodology measurement
 
Sem Ski Amos
Sem Ski AmosSem Ski Amos
Sem Ski Amos
 
تحليل ونقد دراسة للسينماجراف
تحليل ونقد دراسة للسينماجرافتحليل ونقد دراسة للسينماجراف
تحليل ونقد دراسة للسينماجراف
 
Antecedents of Customer e-Loyalty with the Effect of Trustworthiness in Malay...
Antecedents of Customer e-Loyalty with the Effect of Trustworthiness in Malay...Antecedents of Customer e-Loyalty with the Effect of Trustworthiness in Malay...
Antecedents of Customer e-Loyalty with the Effect of Trustworthiness in Malay...
 
AN INVESTIGATION OF THE ADOPTION OF EDUCATIONAL TECHNOLOGY IN IRAQI HIGHER ED...
AN INVESTIGATION OF THE ADOPTION OF EDUCATIONAL TECHNOLOGY IN IRAQI HIGHER ED...AN INVESTIGATION OF THE ADOPTION OF EDUCATIONAL TECHNOLOGY IN IRAQI HIGHER ED...
AN INVESTIGATION OF THE ADOPTION OF EDUCATIONAL TECHNOLOGY IN IRAQI HIGHER ED...
 

Similar to Bengkel smartPLS 2011

A Comparison of Traditional Simulation and MSAL (6-3-2015)
A Comparison of Traditional Simulation and MSAL (6-3-2015)A Comparison of Traditional Simulation and MSAL (6-3-2015)
A Comparison of Traditional Simulation and MSAL (6-3-2015)Bob Garrett
 
Modeling & simulation in projects
Modeling & simulation in projectsModeling & simulation in projects
Modeling & simulation in projectsanki009
 
Terms for smartPLS.pptx
Terms for smartPLS.pptxTerms for smartPLS.pptx
Terms for smartPLS.pptx
kinmengcheng1
 
Implementation of SEM Partial Least Square in Analyzing the UTAUT Model
Implementation of SEM Partial Least Square in Analyzing the UTAUT ModelImplementation of SEM Partial Least Square in Analyzing the UTAUT Model
Implementation of SEM Partial Least Square in Analyzing the UTAUT Model
AJHSSR Journal
 
International Journal of Mathematics and Statistics Invention (IJMSI)
International Journal of Mathematics and Statistics Invention (IJMSI) International Journal of Mathematics and Statistics Invention (IJMSI)
International Journal of Mathematics and Statistics Invention (IJMSI)
inventionjournals
 
What is modeling.pptx
What is modeling.pptxWhat is modeling.pptx
What is modeling.pptx
Berhe Tekle
 
Blue property assumptions.
Blue property assumptions.Blue property assumptions.
Blue property assumptions.
Dr. C.V. Suresh Babu
 
Adaptive guidance model based similarity for software process development pro...
Adaptive guidance model based similarity for software process development pro...Adaptive guidance model based similarity for software process development pro...
Adaptive guidance model based similarity for software process development pro...
ijseajournal
 
Pharmacokinetic pharmacodynamic modeling
Pharmacokinetic pharmacodynamic modelingPharmacokinetic pharmacodynamic modeling
Pharmacokinetic pharmacodynamic modeling
Meghana Gowda
 
FORMALIZATION & DATA ABSTRACTION DURING USE CASE MODELING IN OBJECT ORIENTED ...
FORMALIZATION & DATA ABSTRACTION DURING USE CASE MODELING IN OBJECT ORIENTED ...FORMALIZATION & DATA ABSTRACTION DURING USE CASE MODELING IN OBJECT ORIENTED ...
FORMALIZATION & DATA ABSTRACTION DURING USE CASE MODELING IN OBJECT ORIENTED ...
cscpconf
 
Formalization & data abstraction during use case modeling in object oriented ...
Formalization & data abstraction during use case modeling in object oriented ...Formalization & data abstraction during use case modeling in object oriented ...
Formalization & data abstraction during use case modeling in object oriented ...
csandit
 
Operation research unit1 introduction and lpp graphical and simplex method
Operation research unit1 introduction and lpp graphical and simplex methodOperation research unit1 introduction and lpp graphical and simplex method
Operation research unit1 introduction and lpp graphical and simplex method
Dr. L K Bhagi
 
MODELING & SIMULATION.docx
MODELING & SIMULATION.docxMODELING & SIMULATION.docx
MODELING & SIMULATION.docx
JAMEEL AHMED KHOSO
 
2017 sarstedtetal. handbookof_marketresearch
2017 sarstedtetal. handbookof_marketresearch2017 sarstedtetal. handbookof_marketresearch
2017 sarstedtetal. handbookof_marketresearch
ssuser08046e
 
PCA_2022-In_and_out.pptx zxczxczxczxczxcxzczx
PCA_2022-In_and_out.pptx zxczxczxczxczxcxzczxPCA_2022-In_and_out.pptx zxczxczxczxczxcxzczx
PCA_2022-In_and_out.pptx zxczxczxczxczxcxzczx
JuanManuelNasralaAlv1
 
A SIMILARITY MEASURE FOR CATEGORIZING THE DEVELOPERS PROFILE IN A SOFTWARE PR...
A SIMILARITY MEASURE FOR CATEGORIZING THE DEVELOPERS PROFILE IN A SOFTWARE PR...A SIMILARITY MEASURE FOR CATEGORIZING THE DEVELOPERS PROFILE IN A SOFTWARE PR...
A SIMILARITY MEASURE FOR CATEGORIZING THE DEVELOPERS PROFILE IN A SOFTWARE PR...
csandit
 
Introduction to networks simulation
Introduction to networks simulationIntroduction to networks simulation
Introduction to networks simulation
ahmed L. Khalaf
 
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
AftaZani1
 
Qt unit i
Qt unit iQt unit i
Qt unit i
bhuvana ganesan
 
2005-Model-guided information discovery for intelligence analysis-p269-alonso
2005-Model-guided information discovery for intelligence analysis-p269-alonso2005-Model-guided information discovery for intelligence analysis-p269-alonso
2005-Model-guided information discovery for intelligence analysis-p269-alonsoHua Li, PhD
 

Similar to Bengkel smartPLS 2011 (20)

A Comparison of Traditional Simulation and MSAL (6-3-2015)
A Comparison of Traditional Simulation and MSAL (6-3-2015)A Comparison of Traditional Simulation and MSAL (6-3-2015)
A Comparison of Traditional Simulation and MSAL (6-3-2015)
 
Modeling & simulation in projects
Modeling & simulation in projectsModeling & simulation in projects
Modeling & simulation in projects
 
Terms for smartPLS.pptx
Terms for smartPLS.pptxTerms for smartPLS.pptx
Terms for smartPLS.pptx
 
Implementation of SEM Partial Least Square in Analyzing the UTAUT Model
Implementation of SEM Partial Least Square in Analyzing the UTAUT ModelImplementation of SEM Partial Least Square in Analyzing the UTAUT Model
Implementation of SEM Partial Least Square in Analyzing the UTAUT Model
 
International Journal of Mathematics and Statistics Invention (IJMSI)
International Journal of Mathematics and Statistics Invention (IJMSI) International Journal of Mathematics and Statistics Invention (IJMSI)
International Journal of Mathematics and Statistics Invention (IJMSI)
 
What is modeling.pptx
What is modeling.pptxWhat is modeling.pptx
What is modeling.pptx
 
Blue property assumptions.
Blue property assumptions.Blue property assumptions.
Blue property assumptions.
 
Adaptive guidance model based similarity for software process development pro...
Adaptive guidance model based similarity for software process development pro...Adaptive guidance model based similarity for software process development pro...
Adaptive guidance model based similarity for software process development pro...
 
Pharmacokinetic pharmacodynamic modeling
Pharmacokinetic pharmacodynamic modelingPharmacokinetic pharmacodynamic modeling
Pharmacokinetic pharmacodynamic modeling
 
FORMALIZATION & DATA ABSTRACTION DURING USE CASE MODELING IN OBJECT ORIENTED ...
FORMALIZATION & DATA ABSTRACTION DURING USE CASE MODELING IN OBJECT ORIENTED ...FORMALIZATION & DATA ABSTRACTION DURING USE CASE MODELING IN OBJECT ORIENTED ...
FORMALIZATION & DATA ABSTRACTION DURING USE CASE MODELING IN OBJECT ORIENTED ...
 
Formalization & data abstraction during use case modeling in object oriented ...
Formalization & data abstraction during use case modeling in object oriented ...Formalization & data abstraction during use case modeling in object oriented ...
Formalization & data abstraction during use case modeling in object oriented ...
 
Operation research unit1 introduction and lpp graphical and simplex method
Operation research unit1 introduction and lpp graphical and simplex methodOperation research unit1 introduction and lpp graphical and simplex method
Operation research unit1 introduction and lpp graphical and simplex method
 
MODELING & SIMULATION.docx
MODELING & SIMULATION.docxMODELING & SIMULATION.docx
MODELING & SIMULATION.docx
 
2017 sarstedtetal. handbookof_marketresearch
2017 sarstedtetal. handbookof_marketresearch2017 sarstedtetal. handbookof_marketresearch
2017 sarstedtetal. handbookof_marketresearch
 
PCA_2022-In_and_out.pptx zxczxczxczxczxcxzczx
PCA_2022-In_and_out.pptx zxczxczxczxczxcxzczxPCA_2022-In_and_out.pptx zxczxczxczxczxcxzczx
PCA_2022-In_and_out.pptx zxczxczxczxczxcxzczx
 
A SIMILARITY MEASURE FOR CATEGORIZING THE DEVELOPERS PROFILE IN A SOFTWARE PR...
A SIMILARITY MEASURE FOR CATEGORIZING THE DEVELOPERS PROFILE IN A SOFTWARE PR...A SIMILARITY MEASURE FOR CATEGORIZING THE DEVELOPERS PROFILE IN A SOFTWARE PR...
A SIMILARITY MEASURE FOR CATEGORIZING THE DEVELOPERS PROFILE IN A SOFTWARE PR...
 
Introduction to networks simulation
Introduction to networks simulationIntroduction to networks simulation
Introduction to networks simulation
 
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
01. Birta L. G., Arbez G. - Modelling and Simulation_ (2007).pdf
 
Qt unit i
Qt unit iQt unit i
Qt unit i
 
2005-Model-guided information discovery for intelligence analysis-p269-alonso
2005-Model-guided information discovery for intelligence analysis-p269-alonso2005-Model-guided information discovery for intelligence analysis-p269-alonso
2005-Model-guided information discovery for intelligence analysis-p269-alonso
 

Recently uploaded

Introduction to Quality Improvement Essentials
Introduction to Quality Improvement EssentialsIntroduction to Quality Improvement Essentials
Introduction to Quality Improvement Essentials
Excellence Foundation for South Sudan
 
Palestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptxPalestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptx
RaedMohamed3
 
The Roman Empire A Historical Colossus.pdf
The Roman Empire A Historical Colossus.pdfThe Roman Empire A Historical Colossus.pdf
The Roman Empire A Historical Colossus.pdf
kaushalkr1407
 
1.4 modern child centered education - mahatma gandhi-2.pptx
1.4 modern child centered education - mahatma gandhi-2.pptx1.4 modern child centered education - mahatma gandhi-2.pptx
1.4 modern child centered education - mahatma gandhi-2.pptx
JosvitaDsouza2
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
Delapenabediema
 
Chapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptxChapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptx
Mohd Adib Abd Muin, Senior Lecturer at Universiti Utara Malaysia
 
Home assignment II on Spectroscopy 2024 Answers.pdf
Home assignment II on Spectroscopy 2024 Answers.pdfHome assignment II on Spectroscopy 2024 Answers.pdf
Home assignment II on Spectroscopy 2024 Answers.pdf
Tamralipta Mahavidyalaya
 
2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...
Sandy Millin
 
How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17
Celine George
 
The approach at University of Liverpool.pptx
The approach at University of Liverpool.pptxThe approach at University of Liverpool.pptx
The approach at University of Liverpool.pptx
Jisc
 
Digital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and ResearchDigital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and Research
Vikramjit Singh
 
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
MIRIAMSALINAS13
 
Fish and Chips - have they had their chips
Fish and Chips - have they had their chipsFish and Chips - have they had their chips
Fish and Chips - have they had their chips
GeoBlogs
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
siemaillard
 
Thesis Statement for students diagnonsed withADHD.ppt
Thesis Statement for students diagnonsed withADHD.pptThesis Statement for students diagnonsed withADHD.ppt
Thesis Statement for students diagnonsed withADHD.ppt
EverAndrsGuerraGuerr
 
Operation Blue Star - Saka Neela Tara
Operation Blue Star - Saka Neela TaraOperation Blue Star - Saka Neela Tara
Operation Blue Star - Saka Neela Tara
Balvir Singh
 
Unit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdfUnit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdf
Thiyagu K
 
PART A. Introduction to Costumer Service
PART A. Introduction to Costumer ServicePART A. Introduction to Costumer Service
PART A. Introduction to Costumer Service
PedroFerreira53928
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
siemaillard
 
Instructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptxInstructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptx
Jheel Barad
 

Recently uploaded (20)

Introduction to Quality Improvement Essentials
Introduction to Quality Improvement EssentialsIntroduction to Quality Improvement Essentials
Introduction to Quality Improvement Essentials
 
Palestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptxPalestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptx
 
The Roman Empire A Historical Colossus.pdf
The Roman Empire A Historical Colossus.pdfThe Roman Empire A Historical Colossus.pdf
The Roman Empire A Historical Colossus.pdf
 
1.4 modern child centered education - mahatma gandhi-2.pptx
1.4 modern child centered education - mahatma gandhi-2.pptx1.4 modern child centered education - mahatma gandhi-2.pptx
1.4 modern child centered education - mahatma gandhi-2.pptx
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
 
Chapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptxChapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptx
 
Home assignment II on Spectroscopy 2024 Answers.pdf
Home assignment II on Spectroscopy 2024 Answers.pdfHome assignment II on Spectroscopy 2024 Answers.pdf
Home assignment II on Spectroscopy 2024 Answers.pdf
 
2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...
 
How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17
 
The approach at University of Liverpool.pptx
The approach at University of Liverpool.pptxThe approach at University of Liverpool.pptx
The approach at University of Liverpool.pptx
 
Digital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and ResearchDigital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and Research
 
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
 
Fish and Chips - have they had their chips
Fish and Chips - have they had their chipsFish and Chips - have they had their chips
Fish and Chips - have they had their chips
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
 
Thesis Statement for students diagnonsed withADHD.ppt
Thesis Statement for students diagnonsed withADHD.pptThesis Statement for students diagnonsed withADHD.ppt
Thesis Statement for students diagnonsed withADHD.ppt
 
Operation Blue Star - Saka Neela Tara
Operation Blue Star - Saka Neela TaraOperation Blue Star - Saka Neela Tara
Operation Blue Star - Saka Neela Tara
 
Unit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdfUnit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdf
 
PART A. Introduction to Costumer Service
PART A. Introduction to Costumer ServicePART A. Introduction to Costumer Service
PART A. Introduction to Costumer Service
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
 
Instructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptxInstructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptx
 

Bengkel smartPLS 2011

  • 1. Introduction to SmartPLS By: Azwadi Ali Department of Accounting and Finance, Faculty of Management and Economics, Universiti Malaysia Terengganu. FPE, UMT. 23 December 2010.
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12. Reflective vs Formative Example: Computer Self-Efficacy Reflective – I am capable at performing tasks on my computer. I feel confident in my ability to perform computer-related tasks. Formative – I am confident at my ability to perform tasks in MS Word. I am skillful at using Excel. Example: System Quality Reflective – Overall, I would rate the system quality of the system highly. The quality of the system is appropriate for my needs. Formative – Reliability, Ease of Use, Complexity, Accessibility, Responsiveness
  • 13.
  • 15.
  • 17. Research hypotheses H1: ‘Information usefulness’ is positively related to ‘attitude towards IR Websites’ H2: ‘Usability’ is positively related to ‘attitude towards IR Websites’ H3: ‘Attractiveness’ is positively related to ‘attitude towards IR Websites’ H4: ‘Attitude towards IR Websites’ is positively related to ‘intention to re-use IR Website’
  • 18. Research Model with Indicators
  • 20. Model Fit Construct Structural Model Model Quality (H 2 ) (Q 2 ) INT 0.408993 a (0.828074) b 0.336686 c 0.828182 d (0.332465) e AT_ST 0.784225 (0.685600) 0.271908 0.685665 (0.532704) IU 0.995844 (0.594612) 0.456906 0.602816 (0.603847) COG 0.938884 (0.790545) 0.742018 0.790584 (0.737104) AFT 0.678615 (0.847454) 0.570006 0.847526 (0.565652) IQ - (0.687052) - 0.705153 (-) CRD - (0.558615) - 0.564710 (-) USB - (0.789696) - 0.789634 (-) ATR - (0.812278) - 0.812301 (-) Average 0.761312 0.714539 f 0.475505 0.736286 (0.554354) GoF g 0.737555
  • 21.
  • 23.
  • 24.
  • 25.
  • 26.